Foundry
Agent Skill · cast

paper-to-test-data

Derive workflow test inputs and expected outputs from a paper.

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Install with Claude Code

/plugin marketplace add galaxyproject/foundry
/plugin install foundry-skills@galaxy-workflow-foundry

Then invoke as:

/foundry-skills:paper-to-test-data

Install with Codex

codex plugin marketplace add galaxyproject/foundry
codex plugin add foundry-skills@galaxy-workflow-foundry

Then select with /skills or invoke explicitly as:

$paper-to-test-data

Skill Bundle

/ packaged cast
attached files
0
upfront
0
on demand
0
cast rev
n/a
validated
0

Produces: 1 artifact.

Consumes: 1 artifact.

Artifact Contract

/ skill handoff

Produces

test-data-refs

Resolved workflow test inputs and expected outputs derived from paper evidence (URLs, file shapes, expected hashes).

jsontest-data-refs.json
Raw artifact contract 
{
  "id": "test-data-refs",
  "kind": "json",
  "default_filename": "test-data-refs.json",
  "description": "Resolved workflow test inputs and expected outputs derived from paper evidence (URLs, file shapes, expected hashes)."
}

Consumes

freeform-summary

Free-form summary from [[summarize-paper]]; sample data and reference evidence the test fixtures derive from.

Raw artifact contract 
{
  "id": "freeform-summary",
  "description": "Free-form summary from [[summarize-paper]]; sample data and reference evidence the test fixtures derive from.",
  "producers": [
    "interview-to-freeform-summary",
    "summarize-paper"
  ]
}

SKILL.md


# paper-to-test-data

Follow the procedure below and use the artifact/reference sections as the runtime contract.

## When To Use

- Derive workflow test inputs and expected outputs from a paper.

## Inputs

- Read artifact `freeform-summary`. Produced by `interview-to-freeform-summary`, `summarize-paper`. Free-form summary from summarize-paper; sample data and reference evidence the test fixtures derive from.

## Outputs

- Write artifact `test-data-refs` as `test-data-refs.json`. Format: `json`. Resolved workflow test inputs and expected outputs derived from paper evidence (URLs, file shapes, expected hashes).

## Required Tools

- None declared. Procedure should not assume external CLIs are present.

## Load Upfront

- None declared.

## Load On Demand

- None declared.

## Validation

- None declared.

## Procedure

Read the paper free-form summary from summarize-paper and derive concrete workflow test inputs and expected outputs — resolvable URLs, file shapes, and expected hashes — emitted as `test-data-refs`.

## Runtime Notes

- Do not read Foundry source files at runtime; use only files packaged in this skill bundle and user-supplied artifacts.
- Preserve declared artifact filenames unless the user or harness supplies explicit paths.
- Carry unresolved assumptions into the output artifact instead of silently inventing missing source evidence.